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Faster augmentation #1

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anatolix opened this issue Nov 16, 2017 · 1 comment
Open

Faster augmentation #1

anatolix opened this issue Nov 16, 2017 · 1 comment

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@anatolix
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Hi.

I've made very fast augmentation algorithms for keras version of project
https://github.com/anatolix/keras_Realtime_Multi-Person_Pose_Estimation
It augments 140 images per second in python (C++ augmentation augments 30)

Trick is in made all augmentation(crop/scale/resize/shift) with one warpAffine and vectorized generation of heatmaps and pafs. Please take a look, if you like it i could adapt it and make pull request.
@last-one
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Thank you very much. It's a wonderful work!

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@anatolix @last-one